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RISE Camp Questionnaire (NBSafety)
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What is your job title?
Data Scientist
Data Engineer
Machine Learning Engineer
Software Engineer
Research Scientist
Applied Scientist
Manager
Other:
Clear selection
What is your interest in NBSafety?
I'm interested in using NBSafety to prevent notebook bugs
Just exploring
Contributing
Curious about the implementation
Other:
Have you experienced bugs specific to the idiosyncrasies of Jupyter notebooks?
Yes
No
Other:
Clear selection
If yes, what are your biggest pain points when using notebooks?
Your answer
Do you use any related or competing projects?
Jupyter Dataflow Kernel (
https://github.com/dataflownb/dfkernel
)
Nodebook (
https://github.com/stitchfix/nodebook
)
I just use vanilla Jupyter / JupyterLab
Other:
What features would you like to see in NBSafety?
Reactive cell execution (dependent cells are automatically re-executed)
Show visual indicators if cell is changed, not just if cell is executed
Click stale highlight to jump to a cell that, if executed, would resolve staleness
Don't just highlight stale cells; highlight stale variables themselves
Click button to reorder cells so that variables in dataflow graph are topologically sorted
Annotate notebook with metadata for whether stale cells present (to be used in CI tools)
Expand to R / RStudio
Why do I need this? Regular Jupyter is fine
Other:
What would you like to see more in future NBSafety tutorials?
Nothing, it was perfect
Longer introduction / talk
More exercises
Make exercises a group activity, as opposed to self-paced
Other:
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